Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Methods of Obtaining Topography01:25

Methods of Obtaining Topography

397
Topography involves measuring and mapping land elevations, natural features, and artificial structures to create accurate representations of the terrain. Topographic surveying relies on traditional and modern methods, each with distinct advantages and limitations.Traditional Surveying Methods:Transit stadia surveys and plane table surveys were widely used traditional surveying methods. These techniques relied on instruments like theodolites and stadia rods for measuring distances and angles,...
397
Application of Linearization and Approximation01:29

Application of Linearization and Approximation

127
A drone flying through complex terrain often relies on more than one sensing method to estimate small changes in altitude. Along with direct measurements, air pressure provides a useful indirect indicator of vertical movement. Atmospheric pressure decreases as altitude increases, and this relationship is commonly described using an exponential model. Although accurate, converting pressure measurements into altitude values requires calculations that are too complex to perform repeatedly during...
127
Wind Turbine Machine Models01:24

Wind Turbine Machine Models

640
In the growing field of wind energy, incorporating wind turbine models into transient stability analysis is essential. Induction and synchronous machines are the primary models used, with induction machines being prevalent due to their simplicity and reliability.
Induction machines interact through the rotating magnetic field generated by the stator and the rotor. The key parameter is slip, which is the difference between synchronous speed and rotor speed relative to synchronous speed. Slip is...
640
Influence of Earth's Curvature and Atmospheric Refraction on Leveling01:26

Influence of Earth's Curvature and Atmospheric Refraction on Leveling

1.1K
During leveling, the Earth's curvature and atmospheric refraction introduce deviations in the line of sight from a true horizontal reference. When the line of sight is leveled, it remains perpendicular to the plumb line only at a single point. Beyond this, it deviates due to the Earth’s curvature, represented by the correction C. For a sight distance D, the deviation can be derived using the relationship:This relationship shows that the deviation increases quadratically with distance. Over a...
1.1K
Plotting of Topographic Maps01:29

Plotting of Topographic Maps

678
Topographic maps represent the Earth's surface features using contour lines, which connect points of equal elevation to create a two-dimensional representation of three-dimensional terrain. Creating a topographic map requires a systematic approach.Begin by plotting a scaled grid and marking intersections corresponding to the survey's elevation data points. Assign elevation values at these intersections to build the base map. Next, determine contour levels using a consistent contour interval,...
678
Topographic Surveying and Contours01:29

Topographic Surveying and Contours

1.2K
Topographic surveying is critical for documenting the Earth's surface, focusing on capturing elevations, slopes, and natural and man-made features. It is essential in construction planning, water resource management, and land-use analysis. The primary outcome of such surveys is a topographic map, which uses contour lines to visually represent the shape and slope of the terrain, providing valuable insights into the landscape's characteristics.Contour lines are fundamental to understanding the...
1.2K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Multi-source machine learning for short-term influenza forecasting in Hunan Province, China: a spatiotemporal analysis using surveillance, search, meteorological and air-quality data.

BMC infectious diseases·2026
Same author

Association between pre-treatment malnutrition and chemotherapy toxicity in patients with advanced or metastatic gastroenteric tumors receiving systemic therapy.

Frontiers in nutrition·2026
Same author

Gut microbiota translocation contributes to early islet apoptosis in streptozotocin-induced diabetes.

mSystems·2026
Same author

Novel Metabolomic and Adiposity Markers Improve Prediction of Obstructive Sleep Apnea: A Prospective Analysis in the China Human Phenobank.

Phenomics (Cham, Switzerland)·2026
Same author

Cross-species integration of single-cell data reveals conserved pathology-associated cell populations across animal models and human samples.

Cell reports methods·2026
Same author

Multi-Omics Profiling Reveals Immunomodulatory and Pro-Regenerative Effects of a Graphene Oxide-Collagen Scaffold in Massive Rotator Cuff Tears.

Advanced science (Weinheim, Baden-Wurttemberg, Germany)·2026

相关实验视频

Updated: Mar 11, 2026

Collecting and Processing Drone-based Remotely Sensed Data for Use in Forest Recovery Monitoring
08:16

Collecting and Processing Drone-based Remotely Sensed Data for Use in Forest Recovery Monitoring

Published on: October 24, 2025

791

用地形信息的机器学习重建精细规模的3D风场.

Chensen Lin1, Ruian Tie1,2, Shihong Yi1

  • 1Artificial Intelligence Innovation and Incubation Institute, Fudan University, Shanghai, China.

Nature communications
|March 10, 2026
PubMed
概括
此摘要是机器生成的。

FuXi-CFD是一个新的AI框架,使用粗略的天气数据和地形地图,以30米分辨率预测详细的3D风场. 它为地形敏感应用提供快速,准确的风力预测.

更多相关视频

Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon
09:44

Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon

Published on: October 16, 2018

10.8K
Author Spotlight: Advancing 3D Modeling for Enhanced Diagnosis and Treatment of Pulmonary Nodules in Early-Stage Lung Cancer
07:53

Author Spotlight: Advancing 3D Modeling for Enhanced Diagnosis and Treatment of Pulmonary Nodules in Early-Stage Lung Cancer

Published on: October 13, 2023

2.2K

相关实验视频

Last Updated: Mar 11, 2026

Collecting and Processing Drone-based Remotely Sensed Data for Use in Forest Recovery Monitoring
08:16

Collecting and Processing Drone-based Remotely Sensed Data for Use in Forest Recovery Monitoring

Published on: October 24, 2025

791
Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon
09:44

Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon

Published on: October 16, 2018

10.8K
Author Spotlight: Advancing 3D Modeling for Enhanced Diagnosis and Treatment of Pulmonary Nodules in Early-Stage Lung Cancer
07:53

Author Spotlight: Advancing 3D Modeling for Enhanced Diagnosis and Treatment of Pulmonary Nodules in Early-Stage Lung Cancer

Published on: October 13, 2023

2.2K

科学领域:

  • 大气科学 大气科学
  • 计算流体动力学的流体动力学.
  • 人工智能的人工智能

背景情况:

  • 准确的近地风场预测对于许多应用至关重要.
  • 目前的模型平均出地形诱导的风特征由于粗略的分辨率.
  • 需要采用高分辨率的风场模型,将地形效应纳入其中.

研究的目的:

  • 引入Fuxi-CFD,这是一个机器学习框架,用于生成高分辨率的近地3D风场.
  • 为了证明框架能够从有限的输入中推断出完整的3D风场的能力.
  • 通过对CFD模拟和真实世界的观察来验证模型的性能.

主要方法:

  • 开发了FuXi-CFD,这是一个机器学习框架,利用粗大气层输入和高分辨率地形数据.
  • 在使用计算流体动力学 (CFD) 在不同地形上生成的大数据集上训练模型.
  • 该模型从水平风输入中推断出3D风场,包括垂直速度和流.

主要成果:

  • FuXi-CFD在30米的水平分辨率下生成3D风场.
  • 该框架实现了与CFD模拟相美的准确性.
  • 推理时间从小时缩短到秒,从而实现实时应用.
  • 该模型对现实世界条件有很强的概括性,并通过风塔观测得到了验证.

结论:

  • 富西-CFD在细度风场预测方面取得了重大进展.
  • 该框架可实现实时,高分辨率的风场重建,用于地形敏感的应用.
  • 应用包括风力轮机定位,电力预测和野火蔓延建模.